Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	1265
Missing cells	16843
Missing cells (%)	60.5%
Duplicate rows	50
Duplicate rows (%)	4.0%
Total size in memory	217.5 KiB
Average record size in memory	176.1 B

Variable types

Categorical	6
Numeric	16

Alerts

Dataset has 50 (4.0%) duplicate rows	Duplicates
`Material_2` has a high cardinality: 96 distinct values	High cardinality
`Additive_1` has a high cardinality: 118 distinct values	High cardinality
`Material_Main` has 421 (33.3%) missing values	Missing
`Material_2` has 554 (43.8%) missing values	Missing
`Additive_1` has 817 (64.6%) missing values	Missing
`Additive Species` has 847 (67.0%) missing values	Missing
`Additive_2` has 1241 (98.1%) missing values	Missing
`Method` has 447 (35.3%) missing values	Missing
`Application Rate (%DW)` has 988 (78.1%) missing values	Missing
`Initial moisture content (%)` has 422 (33.4%) missing values	Missing
`Initial pH` has 517 (40.9%) missing values	Missing
`Initial TN (%)` has 709 (56.0%) missing values	Missing
`Initial TC (%)` has 724 (57.2%) missing values	Missing
`Initial C/N (%)` has 365 (28.9%) missing values	Missing
`Time Period` has 615 (48.6%) missing values	Missing
`Compost volume (m³)` has 1106 (87.4%) missing values	Missing
`Initial density (kg/L)` has 1107 (87.5%) missing values	Missing
`Air flow (L·min⁻¹·kg⁻¹)` has 982 (77.6%) missing values	Missing
`TN loss (%)` has 763 (60.3%) missing values	Missing
`NH3-N loss (%)` has 633 (50.0%) missing values	Missing
`N2O-N loss (%)` has 806 (63.7%) missing values	Missing
`TC loss (%)` has 842 (66.6%) missing values	Missing
`CH4-C loss (%)` has 869 (68.7%) missing values	Missing
`CO2-C loss (%)` has 1068 (84.4%) missing values	Missing

Reproduction

Analysis started	2024-04-16 06:06:57.486467
Analysis finished	2024-04-16 06:07:20.348523
Duration	22.86 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

Material_Main
Categorical

Distinct	13
Distinct (%)	1.5%
Missing	421
Missing (%)	33.3%
Memory size	10.0 KiB

Swine manure	325
Poultry manure	201
Cow manure	182
Manure	44
Digestate	28
Other values (8)	64

Length

Max length	14
Median length	13
Mean length	11.297393
Min length	5

Characters and Unicode

Total characters	9535
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Swine manure
2nd row	Swine manure
3rd row	Swine manure
4th row	Swine manure
5th row	Cow manure

Common Values

Value	Count	Frequency (%)
Swine manure	325	25.7%
Poultry manure	201	15.9%
Cow manure	182	14.4%
Manure	44	3.5%
Digestate	28	2.2%
OFMSW	25	2.0%
Yard Waste	13	1.0%
Sludge	10	0.8%
Horse manure	5	0.4%
Food Waste	5	0.4%
Other values (3)	6	0.5%
(Missing)	421	33.3%

Length

Dataset statistics

Number of variables	16
Number of observations	1165
Missing cells	8199
Missing cells (%)	44.0%
Duplicate rows	37
Duplicate rows (%)	3.2%
Total size in memory	145.8 KiB
Average record size in memory	128.1 B

Variable types

Categorical	4
Numeric	12

Alerts

Dataset has 37 (3.2%) duplicate rows	Duplicates
`Excipients_1` has a high cardinality: 93 distinct values	High cardinality
`Application Rate (%)` is highly overall correlated with `Excipients_1`	High correlation
`initial TN(%)` is highly overall correlated with `initial CN(%)`	High correlation
`initial TC(%)` is highly overall correlated with `CO2-C loss (%)`	High correlation
`initial CN(%)` is highly overall correlated with `initial TN(%)`	High correlation
`TN loss (%)` is highly overall correlated with `NH3-N loss (%)`	High correlation
`NH3-N loss (%)` is highly overall correlated with `TN loss (%)`	High correlation
`N2O-N loss (%)` is highly overall correlated with `TC loss (%)`	High correlation
`TC loss (%)` is highly overall correlated with `N2O-N loss (%)` and 1 other fields	High correlation
`CO2-C loss (%)` is highly overall correlated with `initial TC(%)` and 1 other fields	High correlation
`material_0` is highly overall correlated with `material_1` and 1 other fields	High correlation
`material_1` is highly overall correlated with `material_0` and 1 other fields	High correlation
`Excipients_1` is highly overall correlated with `Application Rate (%)` and 2 other fields	High correlation
`material_0` has 87 (7.5%) missing values	Missing
`material_1` has 409 (35.1%) missing values	Missing
`Excipients_1` has 498 (42.7%) missing values	Missing
`Additive Species` has 810 (69.5%) missing values	Missing
`Application Rate (%)` has 948 (81.4%) missing values	Missing
`initial moisture content(%)` has 256 (22.0%) missing values	Missing
`initial pH` has 306 (26.3%) missing values	Missing
`initial TN(%)` has 214 (18.4%) missing values	Missing
`initial TC(%)` has 222 (19.1%) missing values	Missing
`initial CN(%)` has 262 (22.5%) missing values	Missing
`TN loss (%)` has 558 (47.9%) missing values	Missing
`NH3-N loss (%)` has 460 (39.5%) missing values	Missing
`N2O-N loss (%)` has 631 (54.2%) missing values	Missing
`TC loss (%)` has 795 (68.2%) missing values	Missing
`CH4-C loss (%)` has 769 (66.0%) missing values	Missing
`CO2-C loss (%)` has 974 (83.6%) missing values	Missing

Reproduction

Analysis started	2024-04-14 16:17:25.544506
Analysis finished	2024-04-14 16:17:36.295238
Duration	10.75 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

material_0
Categorical

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	0.6%
Missing	87
Missing (%)	7.5%
Memory size	9.2 KiB

Manure	673
Sewage sludge	185
Lignin	87
Food waste	86
Digestate	43

Length

Max length	13
Median length	6
Mean length	7.6363636
Min length	5

Characters and Unicode

Total characters	8232
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manure
2nd row	Manure
3rd row	Manure
4th row	Manure
5th row	Manure

Common Values

Value	Count	Frequency (%)
Manure	673	57.8%
Sewage sludge	185	15.9%
Lignin	87	7.5%
Food waste	86	7.4%
Digestate	43	3.7%
Other	4	0.3%
(Missing)	87	7.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manure	673	49.9%
sewage	185	13.7%
sludge	185	13.7%
lignin	87	6.4%
food	86	6.4%
waste	86	6.4%
digestate	43	3.2%
other	4	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	1404	17.1%
a	987	12.0%
u	858	10.4%
n	847	10.3%
r	677	8.2%
M	673	8.2%
g	500	6.1%
s	314	3.8%
w	271	3.3%
	271	3.3%
Other values (11)	1430	17.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6883	83.6%
Uppercase Letter	1078	13.1%
Space Separator	271	3.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1404	20.4%
a	987	14.3%
u	858	12.5%
n	847	12.3%
r	677	9.8%
g	500	7.3%
s	314	4.6%
w	271	3.9%
d	271	3.9%
i	217	3.2%
Other values (4)	537	7.8%

Uppercase Letter

Value	Count	Frequency (%)
M	673	62.4%
S	185	17.2%
L	87	8.1%
F	86	8.0%
D	43	4.0%
O	4	0.4%

Space Separator

Value	Count	Frequency (%)
	271	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7961	96.7%
Common	271	3.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1404	17.6%
a	987	12.4%
u	858	10.8%
n	847	10.6%
r	677	8.5%
M	673	8.5%
g	500	6.3%
s	314	3.9%
w	271	3.4%
d	271	3.4%
Other values (10)	1159	14.6%

Common

Value	Count	Frequency (%)
	271	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1404	17.1%
a	987	12.0%
u	858	10.4%
n	847	10.3%
r	677	8.2%
M	673	8.2%
g	500	6.1%
s	314	3.8%
w	271	3.3%
	271	3.3%
Other values (11)	1430	17.4%

material_1
Categorical

HIGH CORRELATION MISSING

Distinct	13
Distinct (%)	1.7%
Missing	409
Missing (%)	35.1%
Memory size	9.2 KiB

Swine manure	319
Cow manure	172
Poultry manure	131
Manure	43
Digestate	28
Other values (8)	63

Length

Max length	14
Median length	13
Mean length	11.058201
Min length	5

Characters and Unicode

Total characters	8360
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Swine manure
2nd row	Swine manure
3rd row	Swine manure
4th row	Swine manure
5th row	Cow manure

Common Values

Value	Count	Frequency (%)
Swine manure	319	27.4%
Cow manure	172	14.8%
Poultry manure	131	11.2%
Manure	43	3.7%
Digestate	28	2.4%
OFMSW	25	2.1%
Yard Waste	13	1.1%
Sludge	10	0.9%
Horse manure	5	0.4%
Food Waste	5	0.4%
Other values (3)	5	0.4%
(Missing)	409	35.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
manure	759	48.1%
swine	325	20.6%
poultry	201	12.7%
cow	182	11.5%
digestate	28	1.8%
ofmsw	25	1.6%
waste	18	1.1%
yard	13	0.8%
sludge	12	0.8%
horse	5	0.3%
Other values (4)	11	0.7%

Most occurring characters

Value	Count	Frequency (%)
e	1181	12.4%
n	1086	11.4%
r	980	10.3%
u	974	10.2%
a	822	8.6%
	735	7.7%
m	717	7.5%
w	509	5.3%
o	398	4.2%
S	362	3.8%
Other values (17)	1771	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7838	82.2%
Uppercase Letter	962	10.1%
Space Separator	735	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1181	15.1%
n	1086	13.9%
r	980	12.5%
u	974	12.4%
a	822	10.5%
m	717	9.1%
w	509	6.5%
o	398	5.1%
i	353	4.5%
t	277	3.5%
Other values (6)	541	6.9%

Uppercase Letter

Value	Count	Frequency (%)
S	362	37.6%
P	201	20.9%
C	182	18.9%
M	69	7.2%
W	43	4.5%
F	30	3.1%
D	28	2.9%
O	27	2.8%
Y	13	1.4%
H	7	0.7%

Space Separator

Value	Count	Frequency (%)
	735	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8800	92.3%
Common	735	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1181	13.4%
n	1086	12.3%
r	980	11.1%
u	974	11.1%
a	822	9.3%
m	717	8.1%
w	509	5.8%
o	398	4.5%
S	362	4.1%
i	353	4.0%
Other values (16)	1418	16.1%

Common

Value	Count	Frequency (%)
	735	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9535	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1181	12.4%
n	1086	11.4%
r	980	10.3%
u	974	10.2%
a	822	8.6%
	735	7.7%
m	717	7.5%
w	509	5.3%
o	398	4.2%
S	362	3.8%
Other values (17)	1771	18.6%

Material_2
Categorical

HIGH CARDINALITY MISSING

Distinct	96
Distinct (%)	13.5%
Missing	554
Missing (%)	43.8%
Memory size	10.0 KiB

Corn stalk	133
Sawdust	125
Wheat straw	83
Rice straw	41
Plant straw	24
Other values (91)	305

Length

Max length	55
Median length	37
Mean length	12.222222
Min length	4

Characters and Unicode

Total characters	8690
Distinct characters	44
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	40 ?
Unique (%)	5.6%

Sample

1st row	Corn stalk
2nd row	Corn stalk
3rd row	Corn stalk
4th row	Corn stalk
5th row	Sawdust

Common Values

Value	Count	Frequency (%)
Corn stalk	133	10.5%
Sawdust	125	9.9%
Wheat straw	83	6.6%
Rice straw	41	3.2%
Plant straw	24	1.9%
Cornstalk	23	1.8%
Mushroom residue	17	1.3%
Rice husk	13	1.0%
Dariy manure + Tomato stalks	11	0.9%
Shredded lop + Screenings	10	0.8%
Other values (86)	231	18.3%
(Missing)	554	43.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
straw	183	12.9%
corn	139	9.8%
sawdust	139	9.8%
stalk	136	9.6%
wheat	91	6.4%
rice	67	4.7%
	49	3.5%
manure	39	2.7%
residue	34	2.4%
waste	34	2.4%
Other values (109)	508	35.8%

Most occurring characters

Value	Count	Frequency (%)
a	930	10.7%
s	804	9.3%
t	803	9.2%
	708	8.1%
r	653	7.5%
e	614	7.1%
w	425	4.9%
u	408	4.7%
o	391	4.5%
n	310	3.6%
Other values (34)	2644	30.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7072	81.4%
Uppercase Letter	785	9.0%
Space Separator	708	8.1%
Math Symbol	113	1.3%
Other Punctuation	8	0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	930	13.2%
s	804	11.4%
t	803	11.4%
r	653	9.2%
e	614	8.7%
w	425	6.0%
u	408	5.8%
o	391	5.5%
n	310	4.4%
l	295	4.2%
Other values (14)	1439	20.3%

Uppercase Letter

Value	Count	Frequency (%)
S	249	31.7%
C	172	21.9%
W	92	11.7%
R	71	9.0%
M	58	7.4%
P	49	6.2%
T	22	2.8%
G	16	2.0%
B	15	1.9%
F	14	1.8%
Other values (5)	27	3.4%

Other Punctuation

Value	Count	Frequency (%)
.	4	50.0%
,	4	50.0%

Space Separator

Value	Count	Frequency (%)
	708	100.0%

Math Symbol

Value	Count	Frequency (%)
+	113	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7857	90.4%
Common	833	9.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	930	11.8%
s	804	10.2%
t	803	10.2%
r	653	8.3%
e	614	7.8%
w	425	5.4%
u	408	5.2%
o	391	5.0%
n	310	3.9%
l	295	3.8%
Other values (29)	2224	28.3%

Common

Value	Count	Frequency (%)
	708	85.0%
+	113	13.6%
.	4	0.5%
-	4	0.5%
,	4	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8690	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	930	10.7%
s	804	9.3%
t	803	9.2%
	708	8.1%
r	653	7.5%
e	614	7.1%
w	425	4.9%
u	408	4.7%
o	391	4.5%
n	310	3.6%
Other values (34)	2644	30.4%

Additive_1
Categorical

HIGH CARDINALITY MISSING

Distinct	118
Distinct (%)	26.3%
Missing	817
Missing (%)	64.6%
Memory size	10.0 KiB

biochar	54
PO43- and Mg2+ salts	39
superphosphate	33
Biochar	32
zeolite	27
Other values (113)	263

Length

Max length	119
Median length	38
Mean length	14.203125
Min length	1

Characters and Unicode

Total characters	6363
Distinct characters	58
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	63 ?
Unique (%)	14.1%

Sample

1st row	Mg(OH)2+H3PO4
2nd row	Mg(OH)2+H3PO4
3rd row	Mg(OH)2+H3PO4
4th row	gypsum
5th row	gypsum

Common Values

Value	Count	Frequency (%)
biochar	54	4.3%
PO43- and Mg2+ salts	39	3.1%
superphosphate	33	2.6%
Biochar	32	2.5%
zeolite	27	2.1%
phosphogypsum	20	1.6%
gypsum	11	0.9%
zeolites+calcium superphosphate+ferrous sulfate	9	0.7%
microbiological agent	8	0.6%
TAT105(a thermophilic,ammonium-tolerant bacterium that grows assimilatingammonium nitrogen and reduces ammoniaemission)	7	0.6%
Other values (108)	208	16.4%
(Missing)	817	64.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
biochar	96	11.9%
and	60	7.5%
mg2	39	4.9%
salts	39	4.9%
superphosphate	39	4.9%
po43	39	4.9%
zeolite	29	3.6%
phosphogypsum	20	2.5%
gypsum	17	2.1%
sulfate	13	1.6%
Other values (144)	413	51.4%

Most occurring characters

Value	Count	Frequency (%)
a	557	8.8%
e	441	6.9%
o	414	6.5%
i	394	6.2%
s	392	6.2%
	347	5.5%
r	321	5.0%
t	311	4.9%
h	289	4.5%
p	277	4.4%
Other values (48)	2620	41.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5026	79.0%
Uppercase Letter	526	8.3%
Space Separator	356	5.6%
Decimal Number	275	4.3%
Math Symbol	73	1.1%
Dash Punctuation	50	0.8%
Close Punctuation	19	0.3%
Open Punctuation	19	0.3%
Other Punctuation	17	0.3%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	557	11.1%
e	441	8.8%
o	414	8.2%
i	394	7.8%
s	392	7.8%
r	321	6.4%
t	311	6.2%
h	289	5.8%
p	277	5.5%
l	230	4.6%
Other values (15)	1400	27.9%

Uppercase Letter

Value	Count	Frequency (%)
O	117	22.2%
P	76	14.4%
H	56	10.6%
M	56	10.6%
B	47	8.9%
C	38	7.2%
S	32	6.1%
N	28	5.3%
T	20	3.8%
A	17	3.2%
Other values (7)	39	7.4%

Decimal Number

Value	Count	Frequency (%)
2	98	35.6%
4	92	33.5%
3	60	21.8%
1	9	3.3%
0	8	2.9%
5	7	2.5%
9	1	0.4%

Space Separator

Value	Count	Frequency (%)
	347	97.5%
	9	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	16	94.1%
.	1	5.9%

Math Symbol

Value	Count	Frequency (%)
+	73	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	50	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5552	87.3%
Common	811	12.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	557	10.0%
e	441	7.9%
o	414	7.5%
i	394	7.1%
s	392	7.1%
r	321	5.8%
t	311	5.6%
h	289	5.2%
p	277	5.0%
l	230	4.1%
Other values (32)	1926	34.7%

Common

Value	Count	Frequency (%)
	347	42.8%
2	98	12.1%
4	92	11.3%
+	73	9.0%
3	60	7.4%
-	50	6.2%
)	19	2.3%
(	19	2.3%
,	16	2.0%
1	9	1.1%
Other values (6)	28	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6354	99.9%
None	9	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	557	8.8%
e	441	6.9%
o	414	6.5%
i	394	6.2%
s	392	6.2%
	347	5.5%
r	321	5.1%
t	311	4.9%
h	289	4.5%
p	277	4.4%
Other values (47)	2611	41.1%

None

Value	Count	Frequency (%)
	9	100.0%

Additive Species
Categorical

Distinct	4
Distinct (%)	1.0%
Missing	847
Missing (%)	67.0%
Memory size	10.0 KiB

Physical	249
Chemical	119
Biological	35
Mixture	15

Length

Max length	10
Median length	8
Mean length	8.1315789
Min length	7

Characters and Unicode

Total characters	3399
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Chemical
2nd row	Chemical
3rd row	Chemical
4th row	Physical
5th row	Physical

Common Values

Value	Count	Frequency (%)
Physical	249	19.7%
Chemical	119	9.4%
Biological	35	2.8%
Mixture	15	1.2%
(Missing)	847	67.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
manure	673	48.0%
swine	319	22.7%
cow	172	12.3%
poultry	131	9.3%
digestate	28	2.0%
ofmsw	25	1.8%
waste	18	1.3%
yard	13	0.9%
sludge	10	0.7%
horse	5	0.4%
Other values (3)	9	0.6%

Most occurring characters

Value	Count	Frequency (%)
e	1083	13.0%
n	994	11.9%
r	824	9.9%
u	816	9.8%
a	734	8.8%
	650	7.8%
m	631	7.5%
w	491	5.9%
S	354	4.2%
i	347	4.2%
Other values (17)	1436	17.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6836	81.8%
Uppercase Letter	874	10.5%
Space Separator	650	7.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1083	15.8%
n	994	14.5%
r	824	12.1%
u	816	11.9%
a	734	10.7%
m	631	9.2%
w	491	7.2%
i	347	5.1%
o	318	4.7%
t	207	3.0%
Other values (6)	391	5.7%

Uppercase Letter

Value	Count	Frequency (%)
S	354	40.5%
C	172	19.7%
P	131	15.0%
M	69	7.9%
W	43	4.9%
F	30	3.4%
D	28	3.2%
O	27	3.1%
Y	13	1.5%
H	7	0.8%

Space Separator

Value	Count	Frequency (%)
	650	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7710	92.2%
Common	650	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1083	14.0%
n	994	12.9%
r	824	10.7%
u	816	10.6%
a	734	9.5%
m	631	8.2%
w	491	6.4%
S	354	4.6%
i	347	4.5%
o	318	4.1%
Other values (16)	1118	14.5%

Common

Value	Count	Frequency (%)
	650	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1083	13.0%
n	994	11.9%
r	824	9.9%
u	816	9.8%
a	734	8.8%
	650	7.8%
m	631	7.5%
w	491	5.9%
S	354	4.2%
i	347	4.2%
Other values (17)	1436	17.2%

Excipients_1
Categorical

HIGH CARDINALITY HIGH CORRELATION MISSING

Distinct	93
Distinct (%)	13.9%
Missing	498
Missing (%)	42.7%
Memory size	9.2 KiB

Corn stalk	133
Sawdust	91
Wheat straw	76
Rice straw	40
Plant straw	24
Other values (88)	303

Length

Max length	55
Median length	37
Mean length	12.242879
Min length	4

Characters and Unicode

Total characters	8166
Distinct characters	44
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	5.7%

Sample

1st row	Corn stalk
2nd row	Corn stalk
3rd row	Corn stalk
4th row	Corn stalk
5th row	Sawdust

Common Values

Value	Count	Frequency (%)
Corn stalk	133	11.4%
Sawdust	91	7.8%
Wheat straw	76	6.5%
Rice straw	40	3.4%
Plant straw	24	2.1%
Cornstalk	23	2.0%
Mushroom residue	17	1.5%
Rice husk	13	1.1%
Sawdust	12	1.0%
Dariy manure + Tomato stalks	11	0.9%
Other values (83)	227	19.5%
(Missing)	498	42.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
straw	173	13.0%
corn	138	10.4%
stalk	136	10.2%
sawdust	117	8.8%
wheat	84	6.3%
rice	66	5.0%
manure	39	2.9%
	37	2.8%
waste	34	2.6%
residue	33	2.5%
Other values (105)	472	35.5%

Most occurring characters

Value	Count	Frequency (%)
a	891	10.9%
t	768	9.4%
s	764	9.4%
	684	8.4%
r	621	7.6%
e	564	6.9%
w	390	4.8%
u	385	4.7%
o	374	4.6%
n	289	3.5%
Other values (34)	2436	29.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6642	81.3%
Uppercase Letter	727	8.9%
Space Separator	684	8.4%
Math Symbol	101	1.2%
Other Punctuation	8	0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	891	13.4%
t	768	11.6%
s	764	11.5%
r	621	9.3%
e	564	8.5%
w	390	5.9%
u	385	5.8%
o	374	5.6%
n	289	4.4%
l	285	4.3%
Other values (14)	1311	19.7%

Uppercase Letter

Value	Count	Frequency (%)
S	204	28.1%
C	171	23.5%
W	85	11.7%
R	70	9.6%
M	58	8.0%
P	49	6.7%
T	18	2.5%
G	16	2.2%
B	15	2.1%
F	14	1.9%
Other values (5)	27	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	4	50.0%
.	4	50.0%

Space Separator

Value	Count	Frequency (%)
	684	100.0%

Math Symbol

Value	Count	Frequency (%)
+	101	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7369	90.2%
Common	797	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	891	12.1%
t	768	10.4%
s	764	10.4%
r	621	8.4%
e	564	7.7%
w	390	5.3%
u	385	5.2%
o	374	5.1%
n	289	3.9%
l	285	3.9%
Other values (29)	2038	27.7%

Common

Value	Count	Frequency (%)
	684	85.8%
+	101	12.7%
-	4	0.5%
,	4	0.5%
.	4	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8166	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	891	10.9%
t	768	9.4%
s	764	9.4%
	684	8.4%
r	621	7.6%
e	564	6.9%
w	390	4.8%
u	385	4.7%
o	374	4.6%
n	289	3.5%
Other values (34)	2436	29.8%

Additive Species
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	810
Missing (%)	69.5%
Memory size	9.2 KiB

Physical	227
Chemical	85
Biological	28
Mixture	15

Length

Max length	10
Median length	8
Mean length	8.115493
Min length	7

Characters and Unicode

Total characters	2881
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Chemical
2nd row	Chemical
3rd row	Chemical
4th row	Physical
5th row	Physical

Common Values

Value	Count	Frequency (%)
Physical	227	19.5%
Chemical	85	7.3%
Biological	28	2.4%
Mixture	15	1.3%
(Missing)	810	69.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
physical	249	59.6%
chemical	119	28.5%
biological	35	8.4%
mixture	15	3.6%

Most occurring characters

Value	Count	Frequency (%)
i	453	13.3%
l	438	12.9%
c	403	11.9%
a	403	11.9%
h	368	10.8%
P	249	7.3%
y	249	7.3%
s	249	7.3%
e	134	3.9%
C	119	3.5%
Other values (9)	334	9.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2981	87.7%
Uppercase Letter	418	12.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	453	15.2%
l	438	14.7%
c	403	13.5%
a	403	13.5%
h	368	12.3%
y	249	8.4%
s	249	8.4%
e	134	4.5%
m	119	4.0%
o	70	2.3%
Other values (5)	95	3.2%

Uppercase Letter

Value	Count	Frequency (%)
P	249	59.6%
C	119	28.5%
B	35	8.4%
M	15	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3399	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	453	13.3%
l	438	12.9%
c	403	11.9%
a	403	11.9%
h	368	10.8%
P	249	7.3%
y	249	7.3%
s	249	7.3%
e	134	3.9%
C	119	3.5%
Other values (9)	334	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3399	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	453	13.3%
l	438	12.9%
c	403	11.9%
a	403	11.9%
h	368	10.8%
P	249	7.3%
y	249	7.3%
s	249	7.3%
e	134	3.9%
C	119	3.5%
Other values (9)	334	9.8%

Additive_2
Categorical

Distinct	10
Distinct (%)	41.7%
Missing	1241
Missing (%)	98.1%
Memory size	10.0 KiB

zeolite	6
DCD	4
Gypsum	4
Calcium-bontonite	3
Urea	2
Other values (5)	5

Length

Max length	18
Median length	15
Mean length	8.5
Min length	3

Characters and Unicode

Total characters	204
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	20.8%

Sample

1st row	activated charcoal
2nd row	Manganese ore
3rd row	Ferrous Sulfate
4th row	Bean dreg
5th row	Gypsum

Common Values

Value	Count	Frequency (%)
zeolite	6	0.5%
DCD	4	0.3%
Gypsum	4	0.3%
Calcium-bontonite	3	0.2%
Urea	2	0.2%
activated charcoal	1	0.1%
sheep manure	1	0.1%
Bean dreg	1	0.1%
Manganese ore	1	0.1%
Ferrous Sulfate	1	0.1%
(Missing)	1241	98.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
zeolite	6	20.7%
dcd	4	13.8%
gypsum	4	13.8%
calcium-bontonite	3	10.3%
urea	2	6.9%
activated	1	3.4%
charcoal	1	3.4%
sheep	1	3.4%
manure	1	3.4%
bean	1	3.4%
Other values (5)	5	17.2%

Most occurring characters

Value	Count	Frequency (%)
e	28	13.7%
o	15	7.4%
t	15	7.4%
a	14	6.9%
i	13	6.4%
l	11	5.4%
n	10	4.9%
u	10	4.9%
D	8	3.9%
r	8	3.9%
Other values (21)	72	35.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	171	83.8%
Uppercase Letter	25	12.3%
Space Separator	5	2.5%
Dash Punctuation	3	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	28	16.4%
o	15	8.8%
t	15	8.8%
a	14	8.2%
i	13	7.6%
l	11	6.4%
n	10	5.8%
u	10	5.8%
r	8	4.7%
m	8	4.7%
Other values (11)	39	22.8%

Uppercase Letter

Value	Count	Frequency (%)
D	8	32.0%
C	7	28.0%
G	4	16.0%
U	2	8.0%
B	1	4.0%
M	1	4.0%
F	1	4.0%
S	1	4.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	196	96.1%
Common	8	3.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	28	14.3%
o	15	7.7%
t	15	7.7%
a	14	7.1%
i	13	6.6%
l	11	5.6%
n	10	5.1%
u	10	5.1%
D	8	4.1%
r	8	4.1%
Other values (19)	64	32.7%

Common

Value	Count	Frequency (%)
	5	62.5%
-	3	37.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	204	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	28	13.7%
o	15	7.4%
t	15	7.4%
a	14	6.9%
i	13	6.4%
l	11	5.4%
n	10	4.9%
u	10	4.9%
D	8	3.9%
r	8	3.9%
Other values (21)	72	35.3%

Method
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	447
Missing (%)	35.3%
Memory size	10.0 KiB

Reactor	545
Static	214
Windrow	38
Turning	21

Length

Max length	7
Median length	7
Mean length	6.7383863
Min length	6

Characters and Unicode

Total characters	5512
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Reactor
2nd row	Reactor
3rd row	Reactor
4th row	Reactor
5th row	Reactor

Common Values

Value	Count	Frequency (%)
Reactor	545	43.1%
Static	214	16.9%
Windrow	38	3.0%
Turning	21	1.7%
(Missing)	447	35.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
reactor	545	66.6%
static	214	26.2%
windrow	38	4.6%
turning	21	2.6%

Most occurring characters

Value	Count	Frequency (%)
t	973	17.7%
a	759	13.8%
c	759	13.8%
r	604	11.0%
o	583	10.6%
R	545	9.9%
e	545	9.9%
i	273	5.0%
S	214	3.9%
n	80	1.5%
Other values (6)	177	3.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4694	85.2%
Uppercase Letter	818	14.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	973	20.7%
a	759	16.2%
c	759	16.2%
r	604	12.9%
o	583	12.4%
e	545	11.6%
i	273	5.8%
n	80	1.7%
d	38	0.8%
w	38	0.8%
Other values (2)	42	0.9%

Uppercase Letter

Value	Count	Frequency (%)
R	545	66.6%
S	214	26.2%
W	38	4.6%
T	21	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5512	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	973	17.7%
a	759	13.8%
c	759	13.8%
r	604	11.0%
o	583	10.6%
R	545	9.9%
e	545	9.9%
i	273	5.0%
S	214	3.9%
n	80	1.5%
Other values (6)	177	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5512	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	973	17.7%
a	759	13.8%
c	759	13.8%
r	604	11.0%
o	583	10.6%
R	545	9.9%
e	545	9.9%
i	273	5.0%
S	214	3.9%
n	80	1.5%
Other values (6)	177	3.2%

Application Rate (%DW)
Real number (ℝ)

Distinct	100
Distinct (%)	36.1%
Missing	988
Missing (%)	78.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.961448

Minimum	0
Maximum	51
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Value	Count	Frequency (%)
physical	227	63.9%
chemical	85	23.9%
biological	28	7.9%
mixture	15	4.2%

Most occurring characters

Value	Count	Frequency (%)
i	383	13.3%
l	368	12.8%
c	340	11.8%
a	340	11.8%
h	312	10.8%
P	227	7.9%
y	227	7.9%
s	227	7.9%
e	100	3.5%
C	85	3.0%
Other values (9)	272	9.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2526	87.7%
Uppercase Letter	355	12.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	383	15.2%
l	368	14.6%
c	340	13.5%
a	340	13.5%
h	312	12.4%
y	227	9.0%
s	227	9.0%
e	100	4.0%
m	85	3.4%
o	56	2.2%
Other values (5)	88	3.5%

Uppercase Letter

Value	Count	Frequency (%)
P	227	63.9%
C	85	23.9%
B	28	7.9%
M	15	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2881	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	383	13.3%
l	368	12.8%
c	340	11.8%
a	340	11.8%
h	312	10.8%
P	227	7.9%
y	227	7.9%
s	227	7.9%
e	100	3.5%
C	85	3.0%
Other values (9)	272	9.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2881	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	383	13.3%
l	368	12.8%
c	340	11.8%
a	340	11.8%
h	312	10.8%
P	227	7.9%
y	227	7.9%
s	227	7.9%
e	100	3.5%
C	85	3.0%
Other values (9)	272	9.4%

Application Rate (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	82
Distinct (%)	37.8%
Missing	948
Missing (%)	81.4%
Infinite	0
Infinite (%)	0.0%
Mean	12.439352

Minimum	0.002
Maximum	51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	10
Q3	19.3
95-th percentile	32.04
Maximum	51
Range	51
Interquartile range (IQR)	14.3

Descriptive statistics

Standard deviation	9.5967968
Coefficient of variation (CV)	0.74041084
Kurtosis	1.558373
Mean	12.961448
Median Absolute Deviation (MAD)	5
Skewness	1.1372145
Sum	3590.3211
Variance	92.098508
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.002
5-th percentile	0.976
Q1	5
median	10
Q3	18
95-th percentile	32.04
Maximum	51
Range	50.998
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.9579927
Coefficient of variation (CV)	0.80052341
Kurtosis	1.5824732
Mean	12.439352
Median Absolute Deviation (MAD)	5.2
Skewness	1.2022293
Sum	2699.3394
Variance	99.161618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	40	3.2%
5	21	1.7%
20	15	1.2%
15	14	1.1%
23	13	1.0%
25	8	0.6%
6	7	0.6%
14	7	0.6%
1	7	0.6%
33	6	0.5%
Other values (90)	139	11.0%
(Missing)	988	78.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
0.002	1	0.1%
0.25	3	0.2%
0.4	3	0.2%
0.6	1	0.1%
0.65	3	0.2%
0.88	1	0.1%
1	7	0.6%
1.5	1	0.1%
1.7	1	0.1%

Value	Count	Frequency (%)
51	1	0.1%
50	1	0.1%
47	1	0.1%
42	1	0.1%
38.9	2	0.2%
38	1	0.1%
35	1	0.1%
33	6	0.5%
31.8	1	0.1%
31.3	1	0.1%

Initial moisture content (%)
Real number (ℝ)

Distinct	306
Distinct (%)	36.3%
Missing	422
Missing (%)	33.4%
Infinite	0
Infinite (%)	0.0%
Mean	65.160242

Minimum	40
Maximum	89.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	33	2.8%
5	19	1.6%
23	13	1.1%
1	9	0.8%
25	6	0.5%
33	6	0.5%
14	6	0.5%
15	6	0.5%
20	5	0.4%
6	5	0.4%
Other values (72)	109	9.4%
(Missing)	948	81.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002	1	0.1%
0.25	3	0.3%
0.4	3	0.3%
0.409	1	0.1%
0.454	1	0.1%
0.497	1	0.1%
0.88	1	0.1%
1	9	0.8%
1.5	1	0.1%
1.76	1	0.1%

Value	Count	Frequency (%)
51	1	0.1%
50	1	0.1%
47	1	0.1%
42	1	0.1%
35	1	0.1%
33	6	0.5%
31.8	1	0.1%
31.3	1	0.1%
30	3	0.3%
27	2	0.2%

initial moisture content(%)
Real number (ℝ)

Distinct	370
Distinct (%)	40.7%
Missing	256
Missing (%)	22.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.270385

Minimum	40
Maximum	89.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	40
5-th percentile	52.26
Q1	60
median	65
Q3	70
95-th percentile	81.368
Maximum	89.8
Range	49.8
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.3400216
Coefficient of variation (CV)	0.12799249
Kurtosis	0.52628077
Mean	65.160242
Median Absolute Deviation (MAD)	5
Skewness	0.38830225
Sum	54930.084
Variance	69.55596
Monotonicity	Not monotonic

Quantile statistics

Minimum	40
5-th percentile	52.88
Q1	60
median	65
Q3	70
95-th percentile	81.08
Maximum	89.8
Range	49.8
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.1510012
Coefficient of variation (CV)	0.12488054
Kurtosis	0.5325882
Mean	65.270385
Median Absolute Deviation (MAD)	5
Skewness	0.3839093
Sum	59330.78
Variance	66.43882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	116	9.2%
65	94	7.4%
55	19	1.5%
70	18	1.4%
63	16	1.3%
61	10	0.8%
66	9	0.7%
64	9	0.7%
65.4	9	0.7%
76.28	9	0.7%
Other values (296)	534	42.2%
(Missing)	422	33.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	2	0.2%
43.61	1	0.1%
44	1	0.1%
45	5	0.4%
45.32	1	0.1%
46.3	1	0.1%
46.7	1	0.1%
46.9	2	0.2%
47.5	2	0.2%
47.6	2	0.2%

Value	Count	Frequency (%)
89.8	1	0.1%
88.5	7	0.6%
86	1	0.1%
85.33	2	0.2%
85	3	0.2%
84.89	1	0.1%
84.66	2	0.2%
84.3	4	0.3%
84.1	1	0.1%
84	1	0.1%

Initial pH
Real number (ℝ)

Distinct	269
Distinct (%)	36.0%
Missing	517
Missing (%)	40.9%
Infinite	0
Infinite (%)	0.0%
Mean	7.4872476

Minimum	4.28
Maximum	10.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	115	9.9%
65	93	8.0%
55	21	1.8%
70	18	1.5%
63	17	1.5%
61	10	0.9%
64	9	0.8%
65.4	9	0.8%
76.28	9	0.8%
58	9	0.8%
Other values (360)	599	51.4%
(Missing)	256	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	2	0.2%
43.61	1	0.1%
44	1	0.1%
45	1	0.1%
45	2	0.2%
45.32	1	0.1%
46.3	1	0.1%
46.7	1	0.1%
46.9	2	0.2%
47.5	2	0.2%

Value	Count	Frequency (%)
89.8	1	0.1%
88.5	7	0.6%
86	1	0.1%
85.33	2	0.2%
85	3	0.3%
84.89	1	0.1%
84.66	2	0.2%
84.3	4	0.3%
84.1	1	0.1%
84	1	0.1%

initial pH
Real number (ℝ)

Distinct	376
Distinct (%)	43.8%
Missing	306
Missing (%)	26.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.5032901

Minimum	3.51
Maximum	10.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	4.28
5-th percentile	5.7959375
Q1	6.9
median	7.6
Q3	8.1
95-th percentile	8.8
Maximum	10.7
Range	6.42
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	0.9415029
Coefficient of variation (CV)	0.12574753
Kurtosis	0.49520186
Mean	7.4872476
Median Absolute Deviation (MAD)	0.59
Skewness	-0.38509614
Sum	5600.4612
Variance	0.88642771
Monotonicity	Not monotonic

Quantile statistics

Minimum	3.51
5-th percentile	5.9
Q1	7.003182
median	7.6
Q3	8.1
95-th percentile	8.8
Maximum	10.7
Range	7.19
Interquartile range (IQR)	1.096818

Descriptive statistics

Standard deviation	0.90939034
Coefficient of variation (CV)	0.12119888
Kurtosis	0.99300558
Mean	7.5032901
Median Absolute Deviation (MAD)	0.52
Skewness	-0.50184861
Sum	6445.3262
Variance	0.82699078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.6	25	2.0%
7.8	23	1.8%
7.6	22	1.7%
6.5	18	1.4%
8	17	1.3%
7.4	16	1.3%
7.60990996	16	1.3%
8.2	16	1.3%
7.1	14	1.1%
6.9	14	1.1%
Other values (259)	567	44.8%
(Missing)	517	40.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.28	1	0.1%
4.42231	1	0.1%
4.43	1	0.1%
4.45	1	0.1%
4.8	1	0.1%
4.81275	1	0.1%
4.92	1	0.1%
5	1	0.1%
5.01	1	0.1%
5.04	1	0.1%

Value	Count	Frequency (%)
10.7	1	0.1%
10.32	2	0.2%
10	1	0.1%
9.8	2	0.2%
9.6	1	0.1%
9.4	1	0.1%
9.35	1	0.1%
9.33	1	0.1%
9.2	1	0.1%
9.19	1	0.1%

Initial TN (%)
Real number (ℝ)

Distinct	279
Distinct (%)	50.2%
Missing	709
Missing (%)	56.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5511626

Minimum	0.37
Maximum	14.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.6	25	2.1%
7.8	23	2.0%
7.6	22	1.9%
7.1	18	1.5%
8	17	1.5%
6.5	17	1.5%
8.2	16	1.4%
7.4	16	1.4%
7.845613506	15	1.3%
6.9	14	1.2%
Other values (366)	676	58.0%
(Missing)	306	26.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.51	1	0.1%
4.28	1	0.1%
4.42231	1	0.1%
4.43	1	0.1%
4.45	1	0.1%
4.8	1	0.1%
4.81275	1	0.1%
4.92	1	0.1%
5	1	0.1%
5.01	1	0.1%

Value	Count	Frequency (%)
10.7	1	0.1%
10.32	2	0.2%
10	1	0.1%
9.8	2	0.2%
9.6	1	0.1%
9.4	1	0.1%
9.35	1	0.1%
9.33	1	0.1%
9.2	1	0.1%
9.19	1	0.1%

initial TN(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	640
Distinct (%)	67.3%
Missing	214
Missing (%)	18.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.34614

Minimum	0.37
Maximum	11.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.37
5-th percentile	0.90875
Q1	1.4325
median	1.99
Q3	2.68
95-th percentile	7.5
Maximum	14.86
Range	14.49
Interquartile range (IQR)	1.2475

Descriptive statistics

Standard deviation	2.1058152
Coefficient of variation (CV)	0.82543357
Kurtosis	12.313516
Mean	2.5511626
Median Absolute Deviation (MAD)	0.5946875
Skewness	3.214147
Sum	1418.4464
Variance	4.4344577
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.37
5-th percentile	1.04
Q1	1.6163244
median	1.9902175
Q3	2.6
95-th percentile	4.865
Maximum	11.58
Range	11.21
Interquartile range (IQR)	0.98367557

Descriptive statistics

Standard deviation	1.461799
Coefficient of variation (CV)	0.62306556
Kurtosis	11.537899
Mean	2.34614
Median Absolute Deviation (MAD)	0.47021745
Skewness	3.0411443
Sum	2231.1791
Variance	2.1368563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	19	1.5%
3.088630033	16	1.3%
1.4	14	1.1%
2.4	13	1.0%
2.1	13	1.0%
1.7	10	0.8%
1.79	8	0.6%
1.8	8	0.6%
1.78	8	0.6%
2.04	7	0.6%
Other values (269)	440	34.8%
(Missing)	709	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.37	1	0.1%
0.68	2	0.2%
0.69	3	0.2%
0.7	2	0.2%
0.723	1	0.1%
0.77	1	0.1%
0.782	1	0.1%
0.794	1	0.1%
0.8	2	0.2%
0.807	1	0.1%

Value	Count	Frequency (%)
14.86	2	0.2%
14.56	1	0.1%
14.2	2	0.2%
13.4	1	0.1%
11.58	1	0.1%
11.12	1	0.1%
10.4	1	0.1%
10.27	1	0.1%
10	1	0.1%
9.79	1	0.1%

Initial TC (%)
Real number (ℝ)

Distinct	329
Distinct (%)	60.8%
Missing	724
Missing (%)	57.2%
Infinite	0
Infinite (%)	0.0%
Mean	50.04774

Minimum	1.45
Maximum	197
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.845139719	28	2.4%
1.9	19	1.6%
2.1	13	1.1%
2.4	13	1.1%
1.4	12	1.0%
1.79	8	0.7%
1.5	8	0.7%
1.7	7	0.6%
2.04	7	0.6%
2.6	6	0.5%
Other values (630)	830	71.2%
(Missing)	214	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.37	1	0.1%
0.68	2	0.2%
0.69	3	0.3%
0.7	2	0.2%
0.723	1	0.1%
0.77	1	0.1%
0.782	1	0.1%
0.794	1	0.1%
0.8	2	0.2%
0.807	1	0.1%

Value	Count	Frequency (%)
11.58	1	0.1%
11.12	1	0.1%
10.55498413	1	0.1%
10.4	1	0.1%
10.27	1	0.1%
10	1	0.1%
9.79	1	0.1%
9.72	1	0.1%
9.1	1	0.1%
8.8	1	0.1%

initial TC(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	703
Distinct (%)	74.5%
Missing	222
Missing (%)	19.1%
Infinite	0
Infinite (%)	0.0%
Mean	48.693987

Minimum	1.45
Maximum	197
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	1.45
5-th percentile	24.89
Q1	35.865
median	40.5
Q3	48.99
95-th percentile	130
Maximum	197
Range	195.55
Interquartile range (IQR)	13.125

Descriptive statistics

Standard deviation	31.585141
Coefficient of variation (CV)	0.63110023
Kurtosis	7.2979402
Mean	50.04774
Median Absolute Deviation (MAD)	6.2981439
Skewness	2.6572508
Sum	27075.828
Variance	997.62111
Monotonicity	Not monotonic

Quantile statistics

Minimum	1.45
5-th percentile	28.010389
Q1	36.724593
median	41.06
Q3	48.312671
95-th percentile	109.54927
Maximum	197
Range	195.55
Interquartile range (IQR)	11.588078

Descriptive statistics

Standard deviation	27.229587
Coefficient of variation (CV)	0.55919814
Kurtosis	9.5182113
Mean	48.693987
Median Absolute Deviation (MAD)	5.54
Skewness	2.9294619
Sum	45918.43
Variance	741.4504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.37320351	17	1.3%
38	9	0.7%
72.33	8	0.6%
37.3	7	0.6%
40	7	0.6%
36.9	7	0.6%
78.27	7	0.6%
48.99	7	0.6%
37.48	6	0.5%
36.7	6	0.5%
Other values (319)	460	36.4%
(Missing)	724	57.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.45	3	0.2%
5.8	1	0.1%
5.85	1	0.1%
6	1	0.1%
6.35	1	0.1%
19.14	1	0.1%
19.152	1	0.1%
19.3	1	0.1%
20.2	1	0.1%
21.8	1	0.1%

Value	Count	Frequency (%)
197	1	0.1%
196.75	2	0.2%
185	1	0.1%
180.67	1	0.1%
178.23	1	0.1%
177.9	1	0.1%
174.91	1	0.1%
172.4	1	0.1%
168	1	0.1%
163	1	0.1%

Initial C/N (%)
Real number (ℝ)

Distinct	440
Distinct (%)	48.9%
Missing	365
Missing (%)	28.9%
Infinite	0
Infinite (%)	0.0%
Mean	21.956058

Minimum	1.1
Maximum	55.983471
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.40765076	22	1.9%
38	9	0.8%
72.33	8	0.7%
46.6	7	0.6%
48.99	7	0.6%
40	7	0.6%
78.27	7	0.6%
37.3	7	0.6%
36.9	7	0.6%
44.89	6	0.5%
Other values (693)	856	73.5%
(Missing)	222	19.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.45	3	0.3%
5.8	1	0.1%
5.85	1	0.1%
6	1	0.1%
6.35	1	0.1%
19.14	1	0.1%
19.152	1	0.1%
19.3	1	0.1%
20.2	1	0.1%
21.8	1	0.1%

Value	Count	Frequency (%)
197	1	0.1%
196.75	2	0.2%
185	1	0.1%
180.67	1	0.1%
178.23	1	0.1%
177.9	1	0.1%
174.91	1	0.1%
172.4	1	0.1%
168	1	0.1%
163	1	0.1%

initial CN(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	468
Distinct (%)	51.8%
Missing	262
Missing (%)	22.5%
Infinite	0
Infinite (%)	0.0%
Mean	21.873341

Minimum	1.1
Maximum	55.983471
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	9.48322
Q1	16
median	20.146667
Q3	26.0075
95-th percentile	39.831224
Maximum	55.983471
Range	54.883471
Interquartile range (IQR)	10.0075

Descriptive statistics

Standard deviation	9.0972293
Coefficient of variation (CV)	0.41433801
Kurtosis	1.3064576
Mean	21.956058
Median Absolute Deviation (MAD)	4.8600628
Skewness	0.93394753
Sum	19760.452
Variance	82.75958
Monotonicity	Not monotonic

Quantile statistics

Minimum	1.1
5-th percentile	9.5104021
Q1	16
median	20.1
Q3	25.812899
95-th percentile	39.709994
Maximum	55.983471
Range	54.883471
Interquartile range (IQR)	9.8128995

Descriptive statistics

Standard deviation	9.0815696
Coefficient of variation (CV)	0.41518894
Kurtosis	1.3589865
Mean	21.873341
Median Absolute Deviation (MAD)	4.9
Skewness	0.95734524
Sum	19751.627
Variance	82.474906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	66	5.2%
30	54	4.3%
20	36	2.8%
15	25	2.0%
18	20	1.6%
21	11	0.9%
17.8	11	0.9%
19	9	0.7%
10	8	0.6%
32	8	0.6%
Other values (430)	652	51.5%
(Missing)	365	28.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	0.1%
2.536745928	1	0.1%
2.901592789	1	0.1%
4.43	3	0.2%
4.89	1	0.1%
4.916910084	1	0.1%
5.22	1	0.1%
5.4	1	0.1%
6.1	2	0.2%
6.15	1	0.1%

Value	Count	Frequency (%)
55.98347107	1	0.1%
55	1	0.1%
53.73493976	1	0.1%
53.69565217	1	0.1%
53.37662338	1	0.1%
52.88659794	1	0.1%
52.0212766	1	0.1%
51.70992366	1	0.1%
51.42276423	1	0.1%
51.20879121	1	0.1%

Time Period
Real number (ℝ)

Distinct	73
Distinct (%)	11.2%
Missing	615
Missing (%)	48.6%
Infinite	0
Infinite (%)	0.0%
Mean	57.891683

Minimum	7
Maximum	185
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Quantile statistics

Minimum	7
5-th percentile	20
Q1	31
median	49
Q3	87
95-th percentile	124
Maximum	185
Range	178
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	34.580579
Coefficient of variation (CV)	0.59733242
Kurtosis	0.84026907
Mean	57.891683
Median Absolute Deviation (MAD)	19
Skewness	1.0769941
Sum	37629.594
Variance	1195.8164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	45	3.6%
30	33	2.6%
42	29	2.3%
28	26	2.1%
60	26	2.1%
20	25	2.0%
91	24	1.9%
100	24	1.9%
87	24	1.9%
56	20	1.6%
Other values (63)	374	29.6%
(Missing)	615	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	4	0.3%
10	4	0.3%
12	4	0.3%
14	5	0.4%
15	10	0.8%
18	1	0.1%
20	25	2.0%
21	12	0.9%
22	6	0.5%
25	4	0.3%

Value	Count	Frequency (%)
185	4	0.3%
172	1	0.1%
168	2	0.2%
150	9	0.7%
140	5	0.4%
134	7	0.6%
133	1	0.1%
126	1	0.1%
124	6	0.5%
123	1	0.1%

Compost volume (m³)
Real number (ℝ)

Distinct	49
Distinct (%)	30.8%
Missing	1106
Missing (%)	87.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.9677731

Minimum	0.0035
Maximum	63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	51	4.4%
30	43	3.7%
20	29	2.5%
18	20	1.7%
15	20	1.7%
17.8	11	0.9%
21	11	0.9%
32	10	0.9%
19	9	0.8%
18.4	8	0.7%
Other values (458)	691	59.3%
(Missing)	262	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	0.1%
2.536745928	1	0.1%
2.901592789	1	0.1%
4.43	3	0.3%
4.89	1	0.1%
4.916910084	1	0.1%
5.22	1	0.1%
5.4	1	0.1%
6.1	2	0.2%
6.15	1	0.1%

Value	Count	Frequency (%)
55.98347107	1	0.1%
55	1	0.1%
53.73493976	1	0.1%
53.69565217	1	0.1%
53.37662338	1	0.1%
52.88659794	1	0.1%
52.0212766	1	0.1%
51.70992366	1	0.1%
51.5	1	0.1%
51.20879121	1	0.1%

TN loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	494
Distinct (%)	81.4%
Missing	558
Missing (%)	47.9%
Infinite	0
Infinite (%)	0.0%
Mean	22.970922

Minimum	-1
Maximum	85.54023
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.0035
5-th percentile	0.026
Q1	0.06
median	0.273
Q3	1.2
95-th percentile	10
Maximum	63
Range	62.9965
Interquartile range (IQR)	1.14

Descriptive statistics

Standard deviation	6.6671858
Coefficient of variation (CV)	3.3881884
Kurtosis	52.179196
Mean	1.9677731
Median Absolute Deviation (MAD)	0.243
Skewness	6.7201306
Sum	312.87592
Variance	44.451367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.06	23	1.8%
1.2	11	0.9%
1.37	10	0.8%
0.09	9	0.7%
0.03	8	0.6%
0.1	7	0.6%
1.12	6	0.5%
1	6	0.5%
0.01	5	0.4%
10	5	0.4%
Other values (39)	69	5.5%
(Missing)	1106	87.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0035	2	0.2%
0.01	5	0.4%
0.026	3	0.2%
0.03	8	0.6%
0.0318	1	0.1%
0.032	1	0.1%
0.0488	1	0.1%
0.049	1	0.1%
0.05	4	0.3%
0.06	23	1.8%

Value	Count	Frequency (%)
63	1	0.1%
36	2	0.2%
11.25	2	0.2%
10	5	0.4%
9.75	2	0.2%
4.5	1	0.1%
4.070657862	2	0.2%
2	1	0.1%
1.58	1	0.1%
1.567	1	0.1%

Initial density (kg/L)
Real number (ℝ)

Distinct	75
Distinct (%)	47.5%
Missing	1107
Missing (%)	87.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.4556227

Minimum	0.05
Maximum	1.105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Quantile statistics

Minimum	0.05
5-th percentile	0.123
Q1	0.3
median	0.442
Q3	0.555
95-th percentile	0.8866
Maximum	1.105
Range	1.055
Interquartile range (IQR)	0.255

Descriptive statistics

Standard deviation	0.23270255
Coefficient of variation (CV)	0.51073519
Kurtosis	0.0083959325
Mean	0.4556227
Median Absolute Deviation (MAD)	0.142
Skewness	0.60730325
Sum	71.988386
Variance	0.054150475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	17	1.3%
0.305	8	0.6%
0.3	8	0.6%
0.4	6	0.5%
0.123	6	0.5%
0.25	5	0.4%
0.646	5	0.4%
0.532	4	0.3%
0.667	4	0.3%
0.1715	4	0.3%
Other values (65)	91	7.2%
(Missing)	1107	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05	2	0.2%
0.073	2	0.2%
0.099	2	0.2%
0.11	1	0.1%
0.123	6	0.5%
0.14	2	0.2%
0.1715	4	0.3%
0.229	4	0.3%
0.23	1	0.1%
0.235	1	0.1%

Value	Count	Frequency (%)
1.105	1	0.1%
1.061	2	0.2%
1.033	1	0.1%
0.95	1	0.1%
0.92	1	0.1%
0.891	1	0.1%
0.89	1	0.1%
0.886	1	0.1%
0.87	1	0.1%
0.857	2	0.2%

Air flow (L·min⁻¹·kg⁻¹)
Real number (ℝ)

Distinct	84
Distinct (%)	29.7%
Missing	982
Missing (%)	77.6%
Infinite	0
Infinite (%)	0.0%
Mean	4.3296437

Minimum	0.0058
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Quantile statistics

Minimum	0.0058
5-th percentile	0.08
Q1	0.2
median	0.38
Q3	1.82
95-th percentile	35
Maximum	35
Range	34.9942
Interquartile range (IQR)	1.62

Descriptive statistics

Standard deviation	9.9720254
Coefficient of variation (CV)	2.3031977
Kurtosis	4.9550193
Mean	4.3296437
Median Absolute Deviation (MAD)	0.272
Skewness	2.5587319
Sum	1225.2892
Variance	99.441291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	30	2.4%
35	24	1.9%
0.123	14	1.1%
0.48	10	0.8%
0.4	9	0.7%
0.3	9	0.7%
0.108	8	0.6%
0.1	8	0.6%
0.38	7	0.6%
0.455	6	0.5%
Other values (74)	158	12.5%
(Missing)	982	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0058	1	0.1%
0.0275	3	0.2%
0.035	3	0.2%
0.047	1	0.1%
0.05	2	0.2%
0.066	1	0.1%
0.07	3	0.2%
0.08	4	0.3%
0.0824	1	0.1%
0.085	1	0.1%

Value	Count	Frequency (%)
35	24	1.9%
21.26	1	0.1%
21	5	0.4%
16.47	2	0.2%
8.68	1	0.1%
6.67	2	0.2%
6.33	5	0.4%
5.087809648	5	0.4%
4.29	2	0.2%
3.3	1	0.1%

TN loss (%)
Real number (ℝ)

Distinct	374
Distinct (%)	74.5%
Missing	763
Missing (%)	60.3%
Infinite	0
Infinite (%)	0.0%
Mean	28.488392

Minimum	-1
Maximum	90.5
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	10.0 KiB

Quantile statistics

Minimum	-1
5-th percentile	2.2215
Q1	15.35
median	25.91
Q3	37.5
95-th percentile	70.73
Maximum	90.5
Range	91.5
Interquartile range (IQR)	22.15

Descriptive statistics

Standard deviation	19.298012
Coefficient of variation (CV)	0.67739912
Kurtosis	1.2992112
Mean	28.488392
Median Absolute Deviation (MAD)	11
Skewness	1.0784325
Sum	14301.173
Variance	372.41326
Monotonicity	Not monotonic

Quantile statistics

Minimum	-1
5-th percentile	2.7425561
Q1	11.004942
median	20.85
Q3	32.140076
95-th percentile	49.597
Maximum	85.54023
Range	86.54023
Interquartile range (IQR)	21.135134

Descriptive statistics

Standard deviation	15.101342
Coefficient of variation (CV)	0.65741121
Kurtosis	0.23315924
Mean	22.970922
Median Absolute Deviation (MAD)	10.63
Skewness	0.68239566
Sum	13943.35
Variance	228.05052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	6	0.5%
15.5	5	0.4%
35	5	0.4%
0.5	4	0.3%
16.99	4	0.3%
23	4	0.3%
63	4	0.3%
27	4	0.3%
37.5	3	0.2%
48	3	0.2%
Other values (364)	460	36.4%
(Missing)	763	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	1	0.1%
0.2	1	0.1%
0.28	1	0.1%
0.3	1	0.1%
0.34	1	0.1%
0.37	1	0.1%
0.38	1	0.1%
0.39	1	0.1%
0.4	1	0.1%
0.414	1	0.1%

Value	Count	Frequency (%)
90.5	1	0.1%
88.17	2	0.2%
87.42	2	0.2%
87.12	2	0.2%
86.8	2	0.2%
85.54022989	1	0.1%
83.93	3	0.2%
82.85	2	0.2%
82.72	3	0.2%
82	1	0.1%

NH3-N loss (%)
Real number (ℝ)

Distinct	562
Distinct (%)	88.9%
Missing	633
Missing (%)	50.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.268224

Minimum	0.02
Maximum	160.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	6	0.5%
15.5	5	0.4%
35	5	0.4%
16.99	4	0.3%
27	4	0.3%
23	4	0.3%
0.5	4	0.3%
63	4	0.3%
29.9	3	0.3%
21	3	0.3%
Other values (484)	565	48.5%
(Missing)	558	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	1	0.1%
0.2	1	0.1%
0.28	1	0.1%
0.3	1	0.1%
0.34	1	0.1%
0.37	1	0.1%
0.38	1	0.1%
0.39	1	0.1%
0.4	1	0.1%
0.414	1	0.1%

Value	Count	Frequency (%)
85.54022989	1	0.1%
82	1	0.1%
72	1	0.1%
63	4	0.3%
60	1	0.1%
58.15	2	0.2%
58	1	0.1%
58	1	0.1%
56.79	1	0.1%
56	1	0.1%

NH3-N loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	631
Distinct (%)	89.5%
Missing	460
Missing (%)	39.5%
Infinite	0
Infinite (%)	0.0%
Mean	12.774377

Minimum	0.02
Maximum	160.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.02
5-th percentile	0.17450053
Q1	1.37922
median	9.8
Q3	18.55
95-th percentile	33.0955
Maximum	160.6
Range	160.58
Interquartile range (IQR)	17.17078

Descriptive statistics

Standard deviation	13.677587
Coefficient of variation (CV)	1.1148792
Kurtosis	24.61278
Mean	12.268224
Median Absolute Deviation (MAD)	8.591
Skewness	3.2707045
Sum	7753.5175
Variance	187.07639
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.02
5-th percentile	0.18295868
Q1	2
median	11.126062
Q3	19.6
95-th percentile	32.66
Maximum	160.6
Range	160.58
Interquartile range (IQR)	17.6

Descriptive statistics

Standard deviation	13.134421
Coefficient of variation (CV)	1.0281849
Kurtosis	25.587039
Mean	12.774377
Median Absolute Deviation (MAD)	8.873938
Skewness	3.2135879
Sum	9005.9358
Variance	172.51302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.9	5	0.4%
0.11	4	0.3%
0.98493	3	0.2%
22	3	0.2%
38.7	3	0.2%
12.7	3	0.2%
11.11	3	0.2%
21.2	3	0.2%
9	3	0.2%
0.25	3	0.2%
Other values (552)	599	47.4%
(Missing)	633	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	0.1%
0.0354	1	0.1%
0.04	1	0.1%
0.0413	1	0.1%
0.06	1	0.1%
0.1	1	0.1%
0.11	4	0.3%
0.1137694225	1	0.1%
0.1159278	1	0.1%
0.12155	1	0.1%

Value	Count	Frequency (%)
160.6	1	0.1%
84.51497682	1	0.1%
75.5	1	0.1%
74.71149316	1	0.1%
74.5876815	1	0.1%
72.7944032	1	0.1%
65	1	0.1%
52.92898646	1	0.1%
50.9	1	0.1%
48.9	1	0.1%

N2O-N loss (%)
Real number (ℝ)

Distinct	321
Distinct (%)	69.9%
Missing	806
Missing (%)	63.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.3227109

Minimum	-0.5
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.2%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.9	5	0.4%
0.11	4	0.3%
0.98493	3	0.3%
12.7	3	0.3%
21.16	3	0.3%
38.7	3	0.3%
22	3	0.3%
21.2	3	0.3%
9.6	3	0.3%
0.25	3	0.3%
Other values (621)	672	57.7%
(Missing)	460	39.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	0.1%
0.0354	1	0.1%
0.04	1	0.1%
0.0413	1	0.1%
0.06	1	0.1%
0.1	1	0.1%
0.11	4	0.3%
0.1137694225	1	0.1%
0.1159278	1	0.1%
0.12155	1	0.1%

Value	Count	Frequency (%)
160.6	1	0.1%
84.51497682	1	0.1%
75.5	1	0.1%
74.71149316	1	0.1%
74.5876815	1	0.1%
72.7944032	1	0.1%
65	1	0.1%
52.92898646	1	0.1%
50.9	1	0.1%
48.9	1	0.1%

N2O-N loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	398
Distinct (%)	74.5%
Missing	631
Missing (%)	54.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.6451723

Minimum	-0.5
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.3%
Memory size	9.2 KiB

Quantile statistics

Minimum	-0.5
5-th percentile	0.019966
Q1	0.1872
median	0.57
Q3	1.4
95-th percentile	6.089
Maximum	19
Range	19.5
Interquartile range (IQR)	1.2128

Descriptive statistics

Standard deviation	2.2654415
Coefficient of variation (CV)	1.7127262
Kurtosis	15.099479
Mean	1.3227109
Median Absolute Deviation (MAD)	0.43
Skewness	3.5054561
Sum	607.12428
Variance	5.1322254
Monotonicity	Not monotonic

Quantile statistics

Minimum	-0.5
5-th percentile	0.022015
Q1	0.22859375
median	0.715
Q3	1.976
95-th percentile	7.263606
Maximum	19
Range	19.5
Interquartile range (IQR)	1.7474063

Descriptive statistics

Standard deviation	2.4258038
Coefficient of variation (CV)	1.4744983
Kurtosis	8.7544843
Mean	1.6451723
Median Absolute Deviation (MAD)	0.575
Skewness	2.6552344
Sum	878.52199
Variance	5.884524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	10	0.8%
0.6	8	0.6%
2	8	0.6%
1.4	8	0.6%
1	6	0.5%
0.8	6	0.5%
1.5	6	0.5%
1.2	5	0.4%
0.4	5	0.4%
0.02	4	0.3%
Other values (311)	393	31.1%
(Missing)	806	63.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5	3	0.2%
0.0006	1	0.1%
0.00068	1	0.1%
0.000756	1	0.1%
0.00189	1	0.1%
0.00234	1	0.1%
0.0025	1	0.1%
0.003	1	0.1%
0.004	1	0.1%
0.006	1	0.1%

Value	Count	Frequency (%)
19	1	0.1%
13.05	1	0.1%
12.65063291	1	0.1%
12	1	0.1%
11.22	1	0.1%
11	1	0.1%
10.1722	1	0.1%
9.9	1	0.1%
9.3	1	0.1%
9.103448276	1	0.1%

TC loss (%)
Real number (ℝ)

Distinct	301
Distinct (%)	71.2%
Missing	842
Missing (%)	66.6%
Infinite	0
Infinite (%)	0.0%
Mean	42.866484

Minimum	5.1
Maximum	92.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	10	0.9%
0.6	8	0.7%
2	8	0.7%
0.8	6	0.5%
1	6	0.5%
1.5	6	0.5%
1.4	5	0.4%
1.2	5	0.4%
0.4	5	0.4%
0.19	4	0.3%
Other values (388)	471	40.4%
(Missing)	631	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5	3	0.3%
0.0006	1	0.1%
0.00068	1	0.1%
0.000756	1	0.1%
0.00189	1	0.1%
0.00234	1	0.1%
0.0025	1	0.1%
0.003	1	0.1%
0.004	1	0.1%
0.006	1	0.1%

Value	Count	Frequency (%)
19	1	0.1%
13.05	1	0.1%
12.65063291	1	0.1%
12	1	0.1%
11.22	1	0.1%
11	1	0.1%
10.1722	1	0.1%
9.9	1	0.1%
9.3	1	0.1%
9.103448276	1	0.1%

TC loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	264
Distinct (%)	71.4%
Missing	795
Missing (%)	68.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.571602

Minimum	5.1
Maximum	92.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	5.1
5-th percentile	10.3135
Q1	25.475
median	43.785
Q3	52.8975
95-th percentile	65.69
Maximum	92.58
Range	87.48
Interquartile range (IQR)	27.4225

Descriptive statistics

Standard deviation	17.615356
Coefficient of variation (CV)	0.43417945
Kurtosis	-0.46904485
Mean	40.571602
Median Absolute Deviation (MAD)	11.73
Skewness	-0.11069083
Sum	15011.493
Variance	310.30077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	8	0.7%
44	5	0.4%
51	5	0.4%
37.8	4	0.3%
40	4	0.3%
54	4	0.3%
32	4	0.3%
53	4	0.3%
59.23	4	0.3%
43	4	0.3%
Other values (254)	324	27.8%
(Missing)	795	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.1	1	0.1%
5.54	1	0.1%
7	1	0.1%
7.04	1	0.1%
7.56	1	0.1%
7.81	1	0.1%
7.9	1	0.1%
8.1	1	0.1%
8.29	1	0.1%
8.3	1	0.1%

Value	Count	Frequency (%)
92.58	1	0.1%
88.83	1	0.1%
88.75	1	0.1%
85.83	1	0.1%
80	1	0.1%
79.33	1	0.1%
75.43	1	0.1%
75	1	0.1%
69.1	1	0.1%
68.8	1	0.1%

CH4-C loss (%)
Real number (ℝ)

Distinct	277
Distinct (%)	69.9%
Missing	769
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0944841

Minimum	0.001166
Maximum	35.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.001166
5-th percentile	0.0295
Q1	0.147525
median	0.34
Q3	0.77375
95-th percentile	4.5436182
Maximum	35.87
Range	35.868834
Interquartile range (IQR)	0.626225

Descriptive statistics

Standard deviation	2.8612458
Coefficient of variation (CV)	2.6142415
Kurtosis	77.507749
Mean	1.0944841
Median Absolute Deviation (MAD)	0.24
Skewness	7.7826309
Sum	433.41571
Variance	8.1867274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	8	0.7%
0.05	7	0.6%
0.4	6	0.5%
0.12	6	0.5%
0.8	6	0.5%
0.1	6	0.5%
0.13	5	0.4%
0.3	5	0.4%
0.7	5	0.4%
0.27	4	0.3%
Other values (267)	338	29.0%
(Missing)	769	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001166	1	0.1%
0.0012	1	0.1%
0.001337	1	0.1%
0.0018	1	0.1%
0.002	1	0.1%
0.002336	1	0.1%
0.003016	1	0.1%
0.008	1	0.1%
0.0098	1	0.1%
0.01	3	0.3%

Value	Count	Frequency (%)
35.87	1	0.1%
25.2	1	0.1%
24.04	1	0.1%
10	1	0.1%
8.409	1	0.1%
7.5	2	0.2%
7.21	1	0.1%
7.2	2	0.2%
6.4	2	0.2%
6.134185304	1	0.1%

CO2-C loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	176
Distinct (%)	92.1%
Missing	974
Missing (%)	83.6%
Infinite	0
Infinite (%)	0.0%
Mean	17.233242

Minimum	-0.8
Maximum	84.00333
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.3%
Memory size	9.2 KiB

Quantile statistics

Minimum	5.1
5-th percentile	10.402
Q1	28.85
median	44.71
Q3	54.53
95-th percentile	74.74
Maximum	92.58
Range	87.48
Interquartile range (IQR)	25.68

Descriptive statistics

Standard deviation	18.823602
Coefficient of variation (CV)	0.43912166
Kurtosis	-0.42587372
Mean	42.866484
Median Absolute Deviation (MAD)	11.86
Skewness	-0.0087225121
Sum	18132.523
Variance	354.32799
Monotonicity	Not monotonic

Quantile statistics

Minimum	-0.8
5-th percentile	0.549
Q1	3.3473599
median	12.135153
Q3	27.095
95-th percentile	47.06
Maximum	84.00333
Range	84.80333
Interquartile range (IQR)	23.74764

Descriptive statistics

Standard deviation	17.14616
Coefficient of variation (CV)	0.99494686
Kurtosis	1.8962755
Mean	17.233242
Median Absolute Deviation (MAD)	9.4671527
Skewness	1.3869988
Sum	3291.5492
Variance	293.99079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	8	0.6%
51	5	0.4%
44	5	0.4%
32	4	0.3%
55	4	0.3%
37.8	4	0.3%
43	4	0.3%
40	4	0.3%
59.23	4	0.3%
54	4	0.3%
Other values (291)	377	29.8%
(Missing)	842	66.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.1	1	0.1%
5.54	1	0.1%
7	1	0.1%
7.04	1	0.1%
7.56	1	0.1%
7.81	1	0.1%
7.9	1	0.1%
8.1	1	0.1%
8.29	1	0.1%
8.3	1	0.1%

Value	Count	Frequency (%)
92.58	1	0.1%
90.5	1	0.1%
88.83	1	0.1%
88.75	1	0.1%
85.83	1	0.1%
83.52	2	0.2%
81.94	3	0.2%
80.91	2	0.2%
80.45	2	0.2%
80	1	0.1%

CH4-C loss (%)
Real number (ℝ)

Distinct	271
Distinct (%)	68.4%
Missing	869
Missing (%)	68.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.0944841

Minimum	0.001166
Maximum	35.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.0 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.5	2	0.2%
32.1	2	0.2%
33.3	2	0.2%
42.9	2	0.2%
45.6	2	0.2%
23.9	2	0.2%
44.8	2	0.2%
42.4	2	0.2%
37.2	2	0.2%
-0.16	2	0.2%
Other values (166)	171	14.7%
(Missing)	974	83.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8	1	0.1%
-0.16	2	0.2%
0.1	2	0.2%
0.233	1	0.1%
0.235	1	0.1%
0.293	1	0.1%
0.4537795	1	0.1%
0.47	1	0.1%
0.628	1	0.1%
0.6851181	1	0.1%

Value	Count	Frequency (%)
84.00333	1	0.1%
79.56667	1	0.1%
74.43333	1	0.1%
69.3	1	0.1%
60.2	1	0.1%
59	1	0.1%
57.97	1	0.1%
56.949	1	0.1%
52.98333	1	0.1%
48.02	1	0.1%

Quantile statistics

Minimum	0.001166
5-th percentile	0.0295
Q1	0.147525
median	0.34
Q3	0.77375
95-th percentile	4.5436182
Maximum	35.87
Range	35.868834
Interquartile range (IQR)	0.626225

Descriptive statistics

Standard deviation	2.8612458
Coefficient of variation (CV)	2.6142415
Kurtosis	77.507749
Mean	1.0944841
Median Absolute Deviation (MAD)	0.24
Skewness	7.7826309
Sum	433.41571
Variance	8.1867274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	8	0.6%
0.05	7	0.6%
0.34	7	0.6%
0.8	6	0.5%
0.4	6	0.5%
0.1	6	0.5%
0.12	6	0.5%
0.7	5	0.4%
0.3	5	0.4%
0.17	5	0.4%
Other values (261)	335	26.5%
(Missing)	869	68.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001166	1	0.1%
0.0012	1	0.1%
0.001337	1	0.1%
0.0018	1	0.1%
0.002	1	0.1%
0.002336	1	0.1%
0.003016	1	0.1%
0.008	1	0.1%
0.0098	1	0.1%
0.01	3	0.2%

Value	Count	Frequency (%)
35.87	1	0.1%
25.2	1	0.1%
24.04	1	0.1%
10	1	0.1%
8.409	1	0.1%
7.5	2	0.2%
7.21	1	0.1%
7.2	2	0.2%
6.4	2	0.2%
6.134185304	1	0.1%

CO2-C loss (%)
Real number (ℝ)

Distinct	182
Distinct (%)	92.4%
Missing	1068
Missing (%)	84.4%
Infinite	0
Infinite (%)	0.0%
Mean	17.814463

Minimum	-0.8
Maximum	84.00333
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.2%
Memory size	10.0 KiB

Quantile statistics

Minimum	-0.8
5-th percentile	0.5964
Q1	3.665
median	13.1
Q3	29
95-th percentile	46.484
Maximum	84.00333
Range	84.80333
Interquartile range (IQR)	25.335

Descriptive statistics

Standard deviation	17.201808
Coefficient of variation (CV)	0.96560914
Kurtosis	1.5480454
Mean	17.814463
Median Absolute Deviation (MAD)	10.6
Skewness	1.2720508
Sum	3509.4492
Variance	295.9022
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	2	0.2%
0.1	2	0.2%
23.9	2	0.2%
31.4	2	0.2%
25	2	0.2%
42.9	2	0.2%
13.9	2	0.2%
33.3	2	0.2%
42.4	2	0.2%
-0.16	2	0.2%
Other values (172)	177	14.0%
(Missing)	1068	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8	1	0.1%
-0.16	2	0.2%
0.1	2	0.2%
0.233	1	0.1%
0.235	1	0.1%
0.293	1	0.1%
0.4537795	1	0.1%
0.47	1	0.1%
0.628	1	0.1%
0.6851181	1	0.1%

Value	Count	Frequency (%)
84.00333	1	0.1%
79.56667	1	0.1%
74.43333	1	0.1%
69.3	1	0.1%
60.2	1	0.1%
59	1	0.1%
57.97	1	0.1%
56.949	1	0.1%
52.98333	1	0.1%
48.02	1	0.1%

Auto

Heatmap
Table

	Application Rate (%)	initial moisture content(%)	initial pH	initial TN(%)	initial TC(%)	initial CN(%)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)	material_0	material_1	Excipients_1	Additive Species
Application Rate (%)	1.000	0.113	-0.036	-0.349	-0.249	0.121	-0.006	0.026	0.242	0.147	-0.145	0.323	0.216	0.284	0.557	0.230
initial moisture content(%)	0.113	1.000	0.123	0.151	0.072	-0.204	0.302	0.049	-0.012	0.324	0.097	-0.326	0.161	0.199	0.277	0.287
initial pH	-0.036	0.123	1.000	-0.091	0.037	0.024	-0.052	-0.001	-0.123	0.013	0.003	0.009	0.208	0.105	0.304	0.141
initial TN(%)	-0.349	0.151	-0.091	1.000	0.278	-0.669	0.251	-0.061	-0.243	0.001	-0.042	-0.172	0.122	0.156	0.234	0.084
initial TC(%)	-0.249	0.072	0.037	0.278	1.000	0.187	-0.258	-0.290	-0.217	-0.180	-0.007	-0.531	0.110	0.108	0.247	0.091
initial CN(%)	0.121	-0.204	0.024	-0.669	0.187	1.000	-0.231	0.132	0.285	-0.075	0.068	-0.131	0.172	0.201	0.405	0.238
TN loss (%)	-0.006	0.302	-0.052	0.251	-0.258	-0.231	1.000	0.672	0.452	0.493	-0.056	0.404	0.134	0.172	0.384	0.138
NH3-N loss (%)	0.026	0.049	-0.001	-0.061	-0.290	0.132	0.672	1.000	0.396	0.287	0.063	0.414	0.000	0.113	0.385	0.141
N2O-N loss (%)	0.242	-0.012	-0.123	-0.243	-0.217	0.285	0.452	0.396	1.000	0.512	0.314	0.315	0.124	0.091	0.264	0.158
TC loss (%)	0.147	0.324	0.013	0.001	-0.180	-0.075	0.493	0.287	0.512	1.000	0.221	0.635	0.151	0.224	0.494	0.300
CH4-C loss (%)	-0.145	0.097	0.003	-0.042	-0.007	0.068	-0.056	0.063	0.314	0.221	1.000	0.114	0.000	0.000	0.064	0.340
CO2-C loss (%)	0.323	-0.326	0.009	-0.172	-0.531	-0.131	0.404	0.414	0.315	0.635	0.114	1.000	0.265	0.351	0.371	0.276
material_0	0.216	0.161	0.208	0.122	0.110	0.172	0.134	0.000	0.124	0.151	0.000	0.265	1.000	0.995	0.728	0.111
material_1	0.284	0.199	0.105	0.156	0.108	0.201	0.172	0.113	0.091	0.224	0.000	0.351	0.995	1.000	0.733	0.141
Excipients_1	0.557	0.277	0.304	0.234	0.247	0.405	0.384	0.385	0.264	0.494	0.064	0.371	0.728	0.733	1.000	0.393
Additive Species	0.230	0.287	0.141	0.084	0.091	0.238	0.138	0.141	0.158	0.300	0.340	0.276	0.111	0.141	0.393	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Material_Main	Material_2	Additive_1	Additive Species	Additive_2	Method	Application Rate (%DW)	Initial moisture content (%)	Initial pH	Initial TN (%)	Initial TC (%)	Initial C/N (%)	Time Period	Compost volume (m³)	Initial density (kg/L)	Air flow (L·min⁻¹·kg⁻¹)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)
0	Swine manure	Corn stalk	NaN	NaN	NaN	Reactor	NaN	65.0	7.60664	2.660	39.90	15.000000	26.0	0.05	0.532	0.57	35.0	28.00000	NaN	50.0	NaN	NaN
1	Swine manure	Corn stalk	Mg(OH)2+H3PO4	Chemical	NaN	Reactor	3.8	65.0	7.41084	2.660	39.90	15.000000	26.0	0.05	0.532	0.57	12.0	9.00000	NaN	53.0	NaN	NaN
2	Swine manure	Corn stalk	Mg(OH)2+H3PO4	Chemical	NaN	Reactor	7.3	65.0	6.61538	2.660	39.90	15.000000	26.0	0.05	0.532	0.57	5.0	4.00000	NaN	55.0	NaN	NaN
3	Swine manure	Corn stalk	Mg(OH)2+H3PO4	Chemical	NaN	Reactor	8.9	65.0	6.40734	2.660	39.90	15.000000	26.0	0.05	0.532	0.57	1.0	0.50000	NaN	43.0	NaN	NaN
4	Cow manure	Sawdust	NaN	NaN	NaN	Reactor	NaN	NaN	7.52000	1.310	47.16	36.000000	28.0	NaN	NaN	NaN	16.0	7.34615	NaN	NaN	NaN	NaN
5	Cow manure	Sawdust	gypsum	Physical	NaN	Reactor	17.0	NaN	7.58000	1.140	NaN	NaN	28.0	NaN	NaN	NaN	6.1	3.53846	NaN	NaN	NaN	NaN
6	Sewage sludge	Sawdust	NaN	NaN	NaN	Reactor	NaN	NaN	7.70000	2.850	NaN	NaN	28.0	NaN	NaN	NaN	35.1	15.50000	NaN	NaN	NaN	NaN
7	Sewage sludge	Sawdust	gypsum	Physical	NaN	Reactor	17.0	NaN	7.40000	1.850	35.15	19.000000	28.0	NaN	NaN	NaN	11.4	13.46150	NaN	NaN	NaN	NaN
8	Cow manure	Sawdust	NaN	NaN	NaN	Reactor	NaN	61.7	7.87000	0.984	50.60	51.422764	14.0	NaN	NaN	NaN	-1.0	6.79000	NaN	NaN	NaN	NaN
9	Cow manure	Sawdust	gypsum	Physical	NaN	Reactor	6.0	61.4	7.94000	1.120	49.90	44.553571	14.0	NaN	NaN	NaN	4.5	2.95000	NaN	NaN	NaN	NaN

	Material_Main	Material_2	Additive_1	Additive Species	Additive_2	Method	Application Rate (%DW)	Initial moisture content (%)	Initial pH	Initial TN (%)	Initial TC (%)	Initial C/N (%)	Time Period	Compost volume (m³)	Initial density (kg/L)	Air flow (L·min⁻¹·kg⁻¹)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)
1255	NaN	NaN	NaN	NaN	NaN	Static	NaN	76.28	NaN	NaN	78.270000	NaN	49.0	NaN	NaN	NaN	NaN	0.150	0.328	NaN	0.800	3.754
1256	NaN	NaN	NaN	NaN	NaN	Static	NaN	82.52	NaN	3.20	86.880000	27.150000	90.0	NaN	NaN	NaN	NaN	0.412	0.223	NaN	0.360	1.312
1257	NaN	NaN	NaN	NaN	NaN	Static	NaN	77.67	NaN	2.92	123.790000	42.393836	90.0	NaN	NaN	NaN	NaN	0.128	0.432	NaN	0.270	7.299
1258	NaN	NaN	NaN	NaN	NaN	Static	NaN	72.04	NaN	2.60	178.230000	22.482029	90.0	NaN	NaN	NaN	NaN	0.223	0.168	NaN	0.180	8.177
1259	NaN	NaN	NaN	NaN	NaN	Static	NaN	45.32	7.35	14.56	174.910000	12.013049	42.0	NaN	NaN	NaN	NaN	NaN	0.140	NaN	0.410	2.818
1260	NaN	NaN	NaN	NaN	NaN	Windrow	NaN	57.90	8.14	10.27	60.373204	31.372931	69.0	NaN	NaN	NaN	NaN	NaN	0.380	NaN	0.250	11.935
1261	NaN	NaN	NaN	NaN	NaN	Windrow	NaN	62.90	8.20	14.86	60.373204	25.006729	60.0	NaN	NaN	NaN	NaN	0.740	NaN	NaN	NaN	0.100
1262	NaN	NaN	NaN	NaN	NaN	Windrow	NaN	62.90	8.20	14.86	60.373204	25.006729	60.0	NaN	NaN	NaN	NaN	0.351	NaN	NaN	NaN	0.100
1263	NaN	NaN	NaN	NaN	NaN	Reactor	NaN	59.66	9.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.168	NaN	0.785	0.235
1264	NaN	NaN	NaN	NaN	NaN	Reactor	NaN	76.00	8.20	3.89	69.210000	17.791774	42.0	NaN	NaN	NaN	NaN	1.500	1.100	NaN	2.940	5.635

Most frequently occurring

	Material_Main	Material_2	Additive_1	Additive Species	Additive_2	Method	Application Rate (%DW)	Initial moisture content (%)	Initial pH	Initial TN (%)	Initial TC (%)	Initial C/N (%)	Time Period	Compost volume (m³)	Initial density (kg/L)	Air flow (L·min⁻¹·kg⁻¹)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)	# duplicates
27	Poultry manure	NaN	PO43- and Mg2+ salts	Chemical	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19
5	Cow manure	NaN	microbiological agent	Biological	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5
25	Poultry manure	NaN	FeCl3	Chemical	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4
14	Poultry manure	Sawdust	NaN	NaN	NaN	Static	NaN	NaN	NaN	NaN	NaN	20.0	87.0	NaN	NaN	NaN	82.72	NaN	NaN	72.20	NaN	NaN	3
17	Poultry manure	Sawdust	NaN	NaN	NaN	Static	NaN	NaN	NaN	NaN	NaN	25.0	87.0	NaN	NaN	NaN	70.73	NaN	NaN	72.40	NaN	NaN	3
21	Poultry manure	Sawdust	NaN	NaN	NaN	Static	NaN	NaN	NaN	NaN	NaN	30.0	87.0	NaN	NaN	NaN	83.93	NaN	NaN	81.94	NaN	NaN	3
24	Poultry manure	NaN	CaCl2	Chemical	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3
28	Poultry manure	NaN	clay	Physical	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3
0	Cow manure	Pine Sawdust	zeolite	Physical	NaN	Reactor	23.0	NaN	7.6	0.68	32.33	47.5	100.0	NaN	NaN	35.0	28.27	NaN	NaN	53.04	NaN	NaN	2
1	Cow manure	Pine Sawdust	NaN	NaN	NaN	Reactor	NaN	NaN	7.7	0.85	40.41	47.5	100.0	NaN	NaN	35.0	44.15	NaN	NaN	61.65	NaN	NaN	2

Overview

Variables

Common Values

Length

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Math Symbol

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Math Symbol

Dash Punctuation

Close Punctuation

Open Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length